diff --git a/__snapshots__/test/snapshots.test.ts.js b/__snapshots__/test/snapshots.test.ts.js
new file mode 100644
index 0000000000..6e88496d21
--- /dev/null
+++ b/__snapshots__/test/snapshots.test.ts.js
@@ -0,0 +1,771 @@
+exports['Physics snapshots Barnes Hut defaults 2 connected nodes 1'] = {
+  "1": {
+    "x": -34,
+    "y": 68
+  },
+  "2": {
+    "x": -30,
+    "y": -92
+  }
+}
+
+exports['Physics snapshots Barnes Hut defaults 2 disconnected nodes 1'] = {
+  "1": {
+    "x": 13,
+    "y": -39
+  },
+  "2": {
+    "x": -10,
+    "y": 37
+  }
+}
+
+exports['Physics snapshots Barnes Hut defaults 2 doubly connected nodes 1'] = {
+  "1": {
+    "x": -32,
+    "y": 29
+  },
+  "2": {
+    "x": 32,
+    "y": -30
+  }
+}
+
+exports['Physics snapshots Barnes Hut defaults 6 node circle 1'] = {
+  "1": {
+    "x": -15,
+    "y": -130
+  },
+  "2": {
+    "x": -110,
+    "y": -45
+  },
+  "3": {
+    "x": -84,
+    "y": 79
+  },
+  "4": {
+    "x": 33,
+    "y": 127
+  },
+  "5": {
+    "x": 123,
+    "y": 37
+  },
+  "6": {
+    "x": 104,
+    "y": -87
+  }
+}
+
+exports['Physics snapshots Barnes Hut defaults 6 node complete graph 1'] = {
+  "1": {
+    "x": -24,
+    "y": -61
+  },
+  "2": {
+    "x": 48,
+    "y": 99
+  },
+  "3": {
+    "x": -58,
+    "y": 60
+  },
+  "4": {
+    "x": 54,
+    "y": -49
+  },
+  "5": {
+    "x": -66,
+    "y": 6
+  },
+  "6": {
+    "x": 88,
+    "y": -7
+  }
+}
+
+exports['Physics snapshots Barnes Hut defaults 6 node star 1'] = {
+  "1": {
+    "x": -1,
+    "y": 0
+  },
+  "2": {
+    "x": 87,
+    "y": 100
+  },
+  "3": {
+    "x": -67,
+    "y": 119
+  },
+  "4": {
+    "x": -6,
+    "y": -135
+  },
+  "5": {
+    "x": -131,
+    "y": -34
+  },
+  "6": {
+    "x": 126,
+    "y": -48
+  }
+}
+
+exports['Physics snapshots Barnes Hut defaults binary tree 1'] = {
+  "1": {
+    "x": 46,
+    "y": -2
+  },
+  "2": {
+    "x": -84,
+    "y": 30
+  },
+  "3": {
+    "x": 174,
+    "y": -33
+  },
+  "4": {
+    "x": -126,
+    "y": -7
+  },
+  "5": {
+    "x": -253,
+    "y": 80
+  },
+  "6": {
+    "x": 191,
+    "y": -179
+  },
+  "7": {
+    "x": 262,
+    "y": 86
+  },
+  "8": {
+    "x": -179,
+    "y": -157
+  },
+  "9": {
+    "x": -76,
+    "y": 169
+  },
+  "10": {
+    "x": -379,
+    "y": 22
+  },
+  "11": {
+    "x": -332,
+    "y": 195
+  },
+  "12": {
+    "x": 118,
+    "y": -294
+  },
+  "13": {
+    "x": 319,
+    "y": -222
+  },
+  "14": {
+    "x": 393,
+    "y": 56
+  },
+  "15": {
+    "x": 258,
+    "y": 222
+  },
+  "16": {
+    "x": -307,
+    "y": -209
+  },
+  "17": {
+    "x": -125,
+    "y": -282
+  },
+  "18": {
+    "x": -131,
+    "y": 298
+  },
+  "19": {
+    "x": 30,
+    "y": 257
+  }
+}
+
+exports['Physics snapshots Force Atlas 2 defaults 2 connected nodes 1'] = {
+  "1": {
+    "x": -11,
+    "y": 58
+  },
+  "2": {
+    "x": -8,
+    "y": -68
+  }
+}
+
+exports['Physics snapshots Force Atlas 2 defaults 2 disconnected nodes 1'] = {
+  "1": {
+    "x": -7,
+    "y": -48
+  },
+  "2": {
+    "x": -32,
+    "y": 33
+  }
+}
+
+exports['Physics snapshots Force Atlas 2 defaults 2 doubly connected nodes 1'] = {
+  "1": {
+    "x": -18,
+    "y": 64
+  },
+  "2": {
+    "x": 3,
+    "y": -65
+  }
+}
+
+exports['Physics snapshots Force Atlas 2 defaults 6 node circle 1'] = {
+  "1": {
+    "x": -23,
+    "y": -151
+  },
+  "2": {
+    "x": -133,
+    "y": -48
+  },
+  "3": {
+    "x": -111,
+    "y": 102
+  },
+  "4": {
+    "x": 34,
+    "y": 147
+  },
+  "5": {
+    "x": 145,
+    "y": 45
+  },
+  "6": {
+    "x": 120,
+    "y": -104
+  }
+}
+
+exports['Physics snapshots Force Atlas 2 defaults 6 node complete graph 1'] = {
+  "1": {
+    "x": -146,
+    "y": -117
+  },
+  "2": {
+    "x": 143,
+    "y": 138
+  },
+  "3": {
+    "x": -120,
+    "y": 85
+  },
+  "4": {
+    "x": 37,
+    "y": -193
+  },
+  "5": {
+    "x": -61,
+    "y": 146
+  },
+  "6": {
+    "x": 195,
+    "y": -54
+  }
+}
+
+exports['Physics snapshots Force Atlas 2 defaults 6 node star 1'] = {
+  "1": {
+    "x": 6,
+    "y": 0
+  },
+  "2": {
+    "x": 108,
+    "y": 123
+  },
+  "3": {
+    "x": -80,
+    "y": 137
+  },
+  "4": {
+    "x": -4,
+    "y": -156
+  },
+  "5": {
+    "x": -150,
+    "y": -25
+  },
+  "6": {
+    "x": 157,
+    "y": -51
+  }
+}
+
+exports['Physics snapshots Force Atlas 2 defaults binary tree 1'] = {
+  "1": {
+    "x": 74,
+    "y": -53
+  },
+  "2": {
+    "x": -33,
+    "y": 63
+  },
+  "3": {
+    "x": 231,
+    "y": -49
+  },
+  "4": {
+    "x": -135,
+    "y": -29
+  },
+  "5": {
+    "x": -246,
+    "y": 80
+  },
+  "6": {
+    "x": 163,
+    "y": -217
+  },
+  "7": {
+    "x": 240,
+    "y": 130
+  },
+  "8": {
+    "x": -144,
+    "y": -206
+  },
+  "9": {
+    "x": -54,
+    "y": 201
+  },
+  "10": {
+    "x": -366,
+    "y": -14
+  },
+  "11": {
+    "x": -305,
+    "y": 217
+  },
+  "12": {
+    "x": 92,
+    "y": -345
+  },
+  "13": {
+    "x": 310,
+    "y": -213
+  },
+  "14": {
+    "x": 371,
+    "y": 61
+  },
+  "15": {
+    "x": 226,
+    "y": 276
+  },
+  "16": {
+    "x": -291,
+    "y": -218
+  },
+  "17": {
+    "x": -92,
+    "y": -343
+  },
+  "18": {
+    "x": -130,
+    "y": 334
+  },
+  "19": {
+    "x": 50,
+    "y": 322
+  }
+}
+
+exports['Physics snapshots Repulstion defaults 2 connected nodes 1'] = {
+  "1": {
+    "x": -25,
+    "y": 103
+  },
+  "2": {
+    "x": -19,
+    "y": -108
+  }
+}
+
+exports['Physics snapshots Repulstion defaults 2 disconnected nodes 1'] = {
+  "1": {
+    "x": -28,
+    "y": -25
+  },
+  "2": {
+    "x": -36,
+    "y": 1
+  }
+}
+
+exports['Physics snapshots Repulstion defaults 2 doubly connected nodes 1'] = {
+  "1": {
+    "x": -14,
+    "y": 78
+  },
+  "2": {
+    "x": -8,
+    "y": -85
+  }
+}
+
+exports['Physics snapshots Repulstion defaults 6 node circle 1'] = {
+  "1": {
+    "x": -17,
+    "y": -196
+  },
+  "2": {
+    "x": -147,
+    "y": -51
+  },
+  "3": {
+    "x": -132,
+    "y": 119
+  },
+  "4": {
+    "x": 38,
+    "y": 181
+  },
+  "5": {
+    "x": 161,
+    "y": 46
+  },
+  "6": {
+    "x": 147,
+    "y": -119
+  }
+}
+
+exports['Physics snapshots Repulstion defaults 6 node complete graph 1'] = {
+  "1": {
+    "x": -82,
+    "y": -73
+  },
+  "2": {
+    "x": 86,
+    "y": 77
+  },
+  "3": {
+    "x": -105,
+    "y": 35
+  },
+  "4": {
+    "x": 27,
+    "y": -109
+  },
+  "5": {
+    "x": -20,
+    "y": 112
+  },
+  "6": {
+    "x": 110,
+    "y": -34
+  }
+}
+
+exports['Physics snapshots Repulstion defaults 6 node star 1'] = {
+  "1": {
+    "x": 2,
+    "y": 0
+  },
+  "2": {
+    "x": 142,
+    "y": 177
+  },
+  "3": {
+    "x": -124,
+    "y": 182
+  },
+  "4": {
+    "x": -13,
+    "y": -222
+  },
+  "5": {
+    "x": -216,
+    "y": -23
+  },
+  "6": {
+    "x": 218,
+    "y": -66
+  }
+}
+
+exports['Physics snapshots Repulstion defaults binary tree 1'] = {
+  "1": {
+    "x": 45,
+    "y": -11
+  },
+  "2": {
+    "x": -64,
+    "y": 35
+  },
+  "3": {
+    "x": 175,
+    "y": -58
+  },
+  "4": {
+    "x": -140,
+    "y": -10
+  },
+  "5": {
+    "x": -291,
+    "y": 90
+  },
+  "6": {
+    "x": 153,
+    "y": -231
+  },
+  "7": {
+    "x": 291,
+    "y": 104
+  },
+  "8": {
+    "x": -173,
+    "y": -201
+  },
+  "9": {
+    "x": -70,
+    "y": 218
+  },
+  "10": {
+    "x": -458,
+    "y": -7
+  },
+  "11": {
+    "x": -370,
+    "y": 265
+  },
+  "12": {
+    "x": 143,
+    "y": -417
+  },
+  "13": {
+    "x": 344,
+    "y": -158
+  },
+  "14": {
+    "x": 446,
+    "y": 5
+  },
+  "15": {
+    "x": 247,
+    "y": 291
+  },
+  "16": {
+    "x": -358,
+    "y": -201
+  },
+  "17": {
+    "x": -85,
+    "y": -351
+  },
+  "18": {
+    "x": -210,
+    "y": 378
+  },
+  "19": {
+    "x": 69,
+    "y": 344
+  }
+}
+
+exports['Physics snapshots defaults 2 connected nodes 1'] = {
+  "1": {
+    "x": -34,
+    "y": 68
+  },
+  "2": {
+    "x": -30,
+    "y": -92
+  }
+}
+
+exports['Physics snapshots defaults 2 disconnected nodes 1'] = {
+  "1": {
+    "x": 13,
+    "y": -39
+  },
+  "2": {
+    "x": -10,
+    "y": 37
+  }
+}
+
+exports['Physics snapshots defaults 2 doubly connected nodes 1'] = {
+  "1": {
+    "x": -32,
+    "y": 29
+  },
+  "2": {
+    "x": 32,
+    "y": -30
+  }
+}
+
+exports['Physics snapshots defaults 6 node circle 1'] = {
+  "1": {
+    "x": -15,
+    "y": -130
+  },
+  "2": {
+    "x": -110,
+    "y": -45
+  },
+  "3": {
+    "x": -84,
+    "y": 79
+  },
+  "4": {
+    "x": 33,
+    "y": 127
+  },
+  "5": {
+    "x": 123,
+    "y": 37
+  },
+  "6": {
+    "x": 104,
+    "y": -87
+  }
+}
+
+exports['Physics snapshots defaults 6 node complete graph 1'] = {
+  "1": {
+    "x": -24,
+    "y": -61
+  },
+  "2": {
+    "x": 48,
+    "y": 99
+  },
+  "3": {
+    "x": -58,
+    "y": 60
+  },
+  "4": {
+    "x": 54,
+    "y": -49
+  },
+  "5": {
+    "x": -66,
+    "y": 6
+  },
+  "6": {
+    "x": 88,
+    "y": -7
+  }
+}
+
+exports['Physics snapshots defaults 6 node star 1'] = {
+  "1": {
+    "x": -1,
+    "y": 0
+  },
+  "2": {
+    "x": 87,
+    "y": 100
+  },
+  "3": {
+    "x": -67,
+    "y": 119
+  },
+  "4": {
+    "x": -6,
+    "y": -135
+  },
+  "5": {
+    "x": -131,
+    "y": -34
+  },
+  "6": {
+    "x": 126,
+    "y": -48
+  }
+}
+
+exports['Physics snapshots defaults binary tree 1'] = {
+  "1": {
+    "x": 46,
+    "y": -2
+  },
+  "2": {
+    "x": -84,
+    "y": 30
+  },
+  "3": {
+    "x": 174,
+    "y": -33
+  },
+  "4": {
+    "x": -126,
+    "y": -7
+  },
+  "5": {
+    "x": -253,
+    "y": 80
+  },
+  "6": {
+    "x": 191,
+    "y": -179
+  },
+  "7": {
+    "x": 262,
+    "y": 86
+  },
+  "8": {
+    "x": -179,
+    "y": -157
+  },
+  "9": {
+    "x": -76,
+    "y": 169
+  },
+  "10": {
+    "x": -379,
+    "y": 22
+  },
+  "11": {
+    "x": -332,
+    "y": 195
+  },
+  "12": {
+    "x": 118,
+    "y": -294
+  },
+  "13": {
+    "x": 319,
+    "y": -222
+  },
+  "14": {
+    "x": 393,
+    "y": 56
+  },
+  "15": {
+    "x": 258,
+    "y": 222
+  },
+  "16": {
+    "x": -307,
+    "y": -209
+  },
+  "17": {
+    "x": -125,
+    "y": -282
+  },
+  "18": {
+    "x": -131,
+    "y": 298
+  },
+  "19": {
+    "x": 30,
+    "y": 257
+  }
+}
diff --git a/examples/network/basic_usage/standalone.html b/examples/network/basic_usage/standalone.html
index 36ffed12c1..c15f02a420 100644
--- a/examples/network/basic_usage/standalone.html
+++ b/examples/network/basic_usage/standalone.html
@@ -38,7 +38,7 @@
 
     <script
       type="text/javascript"
-      src="../../../standalone/umd/vis-network.min.js"
+      src="../../../standalone/umd/vis-network.js"
     ></script>
   </head>
 
diff --git a/examples/network/data/importingFromGephi.html b/examples/network/data/importingFromGephi.html
index 70cb4b6613..94864ceeb2 100644
--- a/examples/network/data/importingFromGephi.html
+++ b/examples/network/data/importingFromGephi.html
@@ -7,10 +7,12 @@
 
   <meta name="example-screenshot-selector" content="body" />
 
+  <script
+    type="text/javascript"
+    src="../../../standalone/umd/vis-network.min.js"
+  ></script>
   <script type="text/javascript" src="../exampleUtil.js"></script>
 
-  <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
-
   <style type="text/css">
     #mynetwork {
       width: 800px;
diff --git a/examples/network/exampleUtil.js b/examples/network/exampleUtil.js
index 30dac0fc0f..92ebe85cc8 100644
--- a/examples/network/exampleUtil.js
+++ b/examples/network/exampleUtil.js
@@ -1,5 +1,9 @@
 /**
  * Created by Alex on 5/20/2015.
+ *
+ * @remarks
+ * This depends on Alea from Vis Util and therefore has to be loaded AFTER Vis
+ * Util or standalone Vis Network has already been loaded.
  */
 
 function loadJSON(path, success, error) {
@@ -69,11 +73,7 @@ function getScaleFreeNetwork(nodeCount) {
   return {nodes:nodes, edges:edges};
 }
 
-var randomSeed = 764; // Math.round(Math.random()*1000);
-function seededRandom() {
-  var x = Math.sin(randomSeed++) * 10000;
-  return x - Math.floor(x);
-}
+var seededRandom = vis.util.Alea('SEED')
 
 function getScaleFreeNetworkSeeded(nodeCount, seed) {
   if (seed) {
diff --git a/examples/network/layout/hierarchicalLayout.html b/examples/network/layout/hierarchicalLayout.html
index 7082ef7273..0ed3d08f79 100644
--- a/examples/network/layout/hierarchicalLayout.html
+++ b/examples/network/layout/hierarchicalLayout.html
@@ -15,8 +15,11 @@
         }
     </style>
 
+    <script
+      type="text/javascript"
+      src="../../../standalone/umd/vis-network.min.js"
+    ></script>
     <script type="text/javascript" src="../exampleUtil.js"></script>
-    <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
 
     <script type="text/javascript">
         var nodes = null;
diff --git a/examples/network/other/animationShowcase.html b/examples/network/other/animationShowcase.html
index b599ea7e21..63ef133442 100644
--- a/examples/network/other/animationShowcase.html
+++ b/examples/network/other/animationShowcase.html
@@ -34,8 +34,11 @@
     }
   </style>
 
+  <script
+    type="text/javascript"
+    src="../../../standalone/umd/vis-network.min.js"
+  ></script>
   <script type="text/javascript" src="../exampleUtil.js"></script>
-  <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
 
   <script type="text/javascript">
     var nodes = null;
diff --git a/examples/network/other/configuration.html b/examples/network/other/configuration.html
index 8bd0ee4635..c2b2120524 100644
--- a/examples/network/other/configuration.html
+++ b/examples/network/other/configuration.html
@@ -26,9 +26,11 @@
     }
   </style>
 
-
+  <script
+    type="text/javascript"
+    src="../../../standalone/umd/vis-network.min.js"
+  ></script>
   <script type="text/javascript" src="../exampleUtil.js"></script>
-  <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
 
   <script type="text/javascript">
     var nodes = null;
diff --git a/examples/network/other/manipulation.html b/examples/network/other/manipulation.html
index d7490c42b5..393821f402 100644
--- a/examples/network/other/manipulation.html
+++ b/examples/network/other/manipulation.html
@@ -53,8 +53,12 @@
       text-align: center;
     }
   </style>
+
+  <script
+    type="text/javascript"
+    src="../../../standalone/umd/vis-network.min.js"
+  ></script>
   <script type="text/javascript" src="../exampleUtil.js"></script>
-  <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
 
   <script type="text/javascript">
     var nodes = null;
diff --git a/examples/network/other/manipulationEditEdgeNoDrag.html b/examples/network/other/manipulationEditEdgeNoDrag.html
index f9777612e2..3c60d985e9 100644
--- a/examples/network/other/manipulationEditEdgeNoDrag.html
+++ b/examples/network/other/manipulationEditEdgeNoDrag.html
@@ -68,8 +68,12 @@
       text-align: center;
     }
   </style>
+
+  <script
+    type="text/javascript"
+    src="../../../standalone/umd/vis-network.min.js"
+  ></script>
   <script type="text/javascript" src="../exampleUtil.js"></script>
-  <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
 
   <script type="text/javascript">
     var nodes = null;
diff --git a/examples/network/other/navigation.html b/examples/network/other/navigation.html
index a187209c84..a88a7fb8d0 100644
--- a/examples/network/other/navigation.html
+++ b/examples/network/other/navigation.html
@@ -27,8 +27,11 @@
     }
   </style>
 
+  <script
+    type="text/javascript"
+    src="../../../standalone/umd/vis-network.min.js"
+  ></script>
   <script type="text/javascript" src="../exampleUtil.js"></script>
-  <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
 
   <script type="text/javascript">
     var nodes = null;
diff --git a/examples/network/other/performance.html b/examples/network/other/performance.html
index f1e4d540fa..e2a5646d79 100644
--- a/examples/network/other/performance.html
+++ b/examples/network/other/performance.html
@@ -22,8 +22,11 @@
     }
   </style>
 
+  <script
+    type="text/javascript"
+    src="../../../standalone/umd/vis-network.min.js"
+  ></script>
   <script type="text/javascript" src="../exampleUtil.js"></script>
-  <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
 
   <script type="text/javascript">
     var nodes = null;
diff --git a/examples/network/other/saveAndLoad.html b/examples/network/other/saveAndLoad.html
index 77ee9d20b4..22dc7c3590 100644
--- a/examples/network/other/saveAndLoad.html
+++ b/examples/network/other/saveAndLoad.html
@@ -32,8 +32,11 @@
             }
         </style>
 
+        <script
+          type="text/javascript"
+          src="../../../standalone/umd/vis-network.min.js"
+        ></script>
         <script type="text/javascript" src="../exampleUtil.js"></script>
-        <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
     </head>
 
     <body>
diff --git a/examples/network/physics/physicsConfiguration.html b/examples/network/physics/physicsConfiguration.html
index d8e3a950fa..f882c1b126 100644
--- a/examples/network/physics/physicsConfiguration.html
+++ b/examples/network/physics/physicsConfiguration.html
@@ -22,8 +22,11 @@
   </style>
 
 
+  <script
+    type="text/javascript"
+    src="../../../standalone/umd/vis-network.min.js"
+  ></script>
   <script type="text/javascript" src="../exampleUtil.js"></script>
-  <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
 
   <script type="text/javascript">
     var nodes = null;
diff --git a/lib/network/modules/KamadaKawai.js b/lib/network/modules/KamadaKawai.js
index 415b021dc1..f12df5135f 100644
--- a/lib/network/modules/KamadaKawai.js
+++ b/lib/network/modules/KamadaKawai.js
@@ -119,7 +119,7 @@ class KamadaKawai {
    */
   _getEnergy(m) {
     let [dE_dx,dE_dy] = this.E_sums[m];
-    let delta_m = Math.sqrt(Math.pow(dE_dx, 2) + Math.pow(dE_dy, 2));
+    let delta_m = Math.sqrt((dE_dx ** 2) + (dE_dy ** 2));
     return [delta_m, dE_dx, dE_dy];
   }
 
@@ -150,10 +150,10 @@ class KamadaKawai {
         let y_i = nodes[i].y;
         let kmat = km[i];
         let lmat = lm[i];
-        let denominator = 1.0 / Math.pow(Math.pow(x_m - x_i, 2) + Math.pow(y_m - y_i, 2), 1.5);
-        d2E_dx2 += kmat * (1 - lmat * Math.pow(y_m - y_i, 2) * denominator);
+        let denominator = 1.0 / ((((x_m - x_i) ** 2) + ((y_m - y_i) ** 2)) ** 1.5);
+        d2E_dx2 += kmat * (1 - lmat * ((y_m - y_i) ** 2) * denominator);
         d2E_dxdy += kmat * (lmat * (x_m - x_i) * (y_m - y_i) * denominator);
-        d2E_dy2 += kmat * (1 - lmat * Math.pow(x_m - x_i, 2) * denominator);
+        d2E_dy2 += kmat * (1 - lmat * ((x_m - x_i) ** 2) * denominator);
       }
     }
     // make the variable names easier to make the solving of the linear system easier to read
@@ -204,7 +204,7 @@ class KamadaKawai {
     for (let i = 0; i < nodesArray.length; i++) {
       this.K_matrix[nodesArray[i]] = {};
       for (let j = 0; j < nodesArray.length; j++) {
-        this.K_matrix[nodesArray[i]][nodesArray[j]] = edgeStrength * Math.pow(D_matrix[nodesArray[i]][nodesArray[j]], -2);
+        this.K_matrix[nodesArray[i]][nodesArray[j]] = edgeStrength * (D_matrix[nodesArray[i]][nodesArray[j]] ** -2);
       }
     }
   }
@@ -232,7 +232,7 @@ class KamadaKawai {
         if (i !== m) {
           let x_i = nodes[i].x;
           let y_i = nodes[i].y;
-          let denominator = 1.0 / Math.sqrt(Math.pow(x_m - x_i, 2) + Math.pow(y_m - y_i, 2));
+          let denominator = 1.0 / Math.sqrt(((x_m - x_i) ** 2) + ((y_m - y_i) ** 2));
           this.E_matrix[m][iIdx] = [
             this.K_matrix[m][i] * ((x_m - x_i) - this.L_matrix[m][i] * (x_m - x_i) * denominator),
             this.K_matrix[m][i] * ((y_m - y_i) - this.L_matrix[m][i] * (y_m - y_i) * denominator)
@@ -274,7 +274,7 @@ class KamadaKawai {
         //Calc new energy:
         let x_i = nodes[i].x;
         let y_i = nodes[i].y;
-        let denominator = 1.0 / Math.sqrt(Math.pow(x_m - x_i, 2) + Math.pow(y_m - y_i, 2));
+        let denominator = 1.0 / Math.sqrt(((x_m - x_i) ** 2) + ((y_m - y_i) ** 2));
         let dx = kcolm[i] * ((x_m - x_i) - lcolm[i] * (x_m - x_i) * denominator);
         let dy = kcolm[i] * ((y_m - y_i) - lcolm[i] * (y_m - y_i) * denominator);
         colm[iIdx] = [dx, dy];
@@ -292,4 +292,4 @@ class KamadaKawai {
   }
 }
 
-export default KamadaKawai;
\ No newline at end of file
+export default KamadaKawai;
diff --git a/lib/network/modules/LayoutEngine.js b/lib/network/modules/LayoutEngine.js
index 7c424f6cdf..a9962034ff 100644
--- a/lib/network/modules/LayoutEngine.js
+++ b/lib/network/modules/LayoutEngine.js
@@ -38,6 +38,7 @@ import {
   fillLevelsByDirectionLeaves,
   fillLevelsByDirectionRoots
 } from "./layout-engine";
+import { Alea } from "vis-util";
 
 
 /**
@@ -332,8 +333,10 @@ class LayoutEngine {
   constructor(body) {
     this.body = body;
 
-    this.initialRandomSeed = Math.round(Math.random() * 1000000);
-    this.randomSeed = this.initialRandomSeed;
+    // Make sure there always is some RNG because the setOptions method won't
+    // set it unless there's a seed for it.
+    this._resetRNG(Math.random() + ":" + Date.now());
+
     this.setPhysics = false;
     this.options = {};
     this.optionsBackup = {physics:{}};
@@ -395,7 +398,10 @@ class LayoutEngine {
       let prevHierarchicalState = hierarchical.enabled;
       util.selectiveDeepExtend(["randomSeed", "improvedLayout", "clusterThreshold"],this.options, options);
       util.mergeOptions(this.options, options, 'hierarchical');
-      if (options.randomSeed !== undefined)     {this.initialRandomSeed = options.randomSeed;}
+
+      if (options.randomSeed !== undefined) {
+        this._resetRNG(options.randomSeed);
+      }
 
       if (hierarchical.enabled === true) {
         if (prevHierarchicalState === true) {
@@ -433,6 +439,16 @@ class LayoutEngine {
     return allOptions;
   }
 
+  /**
+   * Reset the random number generator with given seed.
+   *
+   * @param {any} seed - The seed that will be forwarded the the RNG.
+   */
+  _resetRNG(seed) {
+    this.initialRandomSeed = seed;
+    this._rng = Alea(this.initialRandomSeed);
+  }
+
   /**
    *
    * @param {Object} allOptions
@@ -514,26 +530,17 @@ class LayoutEngine {
     return allOptions;
   }
 
-  /**
-   *
-   * @returns {number}
-   */
-  seededRandom() {
-    let x = Math.sin(this.randomSeed++) * 10000;
-    return x - Math.floor(x);
-  }
-
   /**
    *
    * @param {Array.<Node>} nodesArray
    */
   positionInitially(nodesArray) {
     if (this.options.hierarchical.enabled !== true) {
-      this.randomSeed = this.initialRandomSeed;
+      this._resetRNG(this.initialRandomSeed);
       let radius = nodesArray.length + 50;
       for (let i = 0; i < nodesArray.length; i++) {
         let node = nodesArray[i];
-        let angle = 2 * Math.PI * this.seededRandom();
+        let angle = 2 * Math.PI * this._rng();
         if (node.x === undefined) {
           node.x = radius * Math.cos(angle);
         }
@@ -645,8 +652,8 @@ class LayoutEngine {
           // Only perturb the nodes that aren't fixed
           let node = this.body.nodes[indices[i]];
           if (node.predefinedPosition === false) {
-            node.x += (0.5 - this.seededRandom())*offset;
-            node.y += (0.5 - this.seededRandom())*offset;
+            node.x += (0.5 - this._rng())*offset;
+            node.y += (0.5 - this._rng())*offset;
           }
         }
 
diff --git a/lib/network/modules/components/physics/BarnesHutSolver.js b/lib/network/modules/components/physics/BarnesHutSolver.js
index f1508fcd69..76b1ba529a 100644
--- a/lib/network/modules/components/physics/BarnesHutSolver.js
+++ b/lib/network/modules/components/physics/BarnesHutSolver.js
@@ -1,3 +1,5 @@
+import { Alea } from "vis-util";
+
 /**
  * Barnes Hut Solver
  */
@@ -12,7 +14,7 @@ class BarnesHutSolver {
     this.physicsBody = physicsBody;
     this.barnesHutTree;
     this.setOptions(options);
-    this.randomSeed = 5;
+    this._rng = Alea("BARNES HUT SOLVER");
 
     // debug: show grid
     // this.body.emitter.on("afterDrawing", (ctx) => {this._debug(ctx,'#ff0000')})
@@ -30,16 +32,6 @@ class BarnesHutSolver {
     this.overlapAvoidanceFactor = 1 - Math.max(0, Math.min(1, this.options.avoidOverlap));
   }
 
-  /**
-   *
-   * @returns {number} random integer
-   */
-  seededRandom() {
-    var x = Math.sin(this.randomSeed++) * 10000;
-    return x - Math.floor(x);
-  }
-
-
   /**
    * This function calculates the forces the nodes apply on each other based on a gravitational model.
    * The Barnes Hut method is used to speed up this N-body simulation.
@@ -323,8 +315,8 @@ class BarnesHutSolver {
               // if there are two nodes exactly overlapping (on init, on opening of cluster etc.)
               // we move one node a little bit and we do not put it in the tree.
         if (children.children.data.x === node.x && children.children.data.y === node.y) {
-          node.x += this.seededRandom();
-          node.y += this.seededRandom();
+          node.x += this._rng();
+          node.y += this._rng();
         }
         else {
           this._splitBranch(children);
diff --git a/lib/network/modules/components/physics/FA2BasedRepulsionSolver.js b/lib/network/modules/components/physics/FA2BasedRepulsionSolver.js
index 001ed638f6..b43cbd3e26 100644
--- a/lib/network/modules/components/physics/FA2BasedRepulsionSolver.js
+++ b/lib/network/modules/components/physics/FA2BasedRepulsionSolver.js
@@ -1,4 +1,5 @@
 import BarnesHutSolver from "./BarnesHutSolver"
+import { Alea } from "vis-util";
 
 /**
  * @extends BarnesHutSolver
@@ -11,6 +12,8 @@ class ForceAtlas2BasedRepulsionSolver extends BarnesHutSolver {
    */
   constructor(body, physicsBody, options) {
     super(body, physicsBody, options);
+
+    this._rng = Alea("FORCE ATLAS 2 BASED REPULSION SOLVER");
   }
 
   /**
@@ -25,7 +28,7 @@ class ForceAtlas2BasedRepulsionSolver extends BarnesHutSolver {
    */
   _calculateForces(distance, dx, dy, node, parentBranch) {
     if (distance === 0) {
-      distance = 0.1 * Math.random();
+      distance = 0.1 * this._rng();
       dx = distance;
     }
 
diff --git a/lib/network/modules/components/physics/RepulsionSolver.js b/lib/network/modules/components/physics/RepulsionSolver.js
index 3cb9574665..652bcc4801 100644
--- a/lib/network/modules/components/physics/RepulsionSolver.js
+++ b/lib/network/modules/components/physics/RepulsionSolver.js
@@ -1,3 +1,5 @@
+import { Alea } from "vis-util";
+
 /**
  * Repulsion Solver
  */
@@ -8,6 +10,8 @@ class RepulsionSolver {
    * @param {Object} options
    */
   constructor(body, physicsBody, options) {
+    this._rng = Alea("REPULSION SOLVER");
+
     this.body = body;
     this.physicsBody = physicsBody;
     this.setOptions(options);
@@ -54,7 +58,7 @@ class RepulsionSolver {
 
         // same condition as BarnesHutSolver, making sure nodes are never 100% overlapping.
         if (distance === 0) {
-          distance = 0.1*Math.random();
+          distance = 0.1 * this._rng();
           dx = distance;
         }
 
@@ -81,4 +85,4 @@ class RepulsionSolver {
 }
 
 
-export default RepulsionSolver;
\ No newline at end of file
+export default RepulsionSolver;
diff --git a/package-lock.json b/package-lock.json
index ba7efd9c2b..234928e998 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -36,21 +36,21 @@
           }
         },
         "caniuse-lite": {
-          "version": "1.0.30001020",
-          "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001020.tgz",
-          "integrity": "sha512-yWIvwA68wRHKanAVS1GjN8vajAv7MBFshullKCeq/eKpK7pJBVDgFFEqvgWTkcP2+wIDeQGYFRXECjKZnLkUjA==",
+          "version": "1.0.30001021",
+          "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001021.tgz",
+          "integrity": "sha512-wuMhT7/hwkgd8gldgp2jcrUjOU9RXJ4XxGumQeOsUr91l3WwmM68Cpa/ymCnWEDqakwFXhuDQbaKNHXBPgeE9g==",
           "dev": true
         },
         "electron-to-chromium": {
-          "version": "1.3.332",
-          "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.3.332.tgz",
-          "integrity": "sha512-AP2HkLhfSOIxP7gDjlyZ4ywGWIcxRMZoU9+JriuVkQe2pSLDdWBsE6+eI6BQOqun1dohLrUTOPHsQLLhhFA7Eg==",
+          "version": "1.3.337",
+          "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.3.337.tgz",
+          "integrity": "sha512-uJ+wLjslYQ/2rAusDg+6FlK8DLhHWTLCe7gkofBehTifW7KCkPVTn5rhKSCncWYNq34Iy/o4OfswuEkAO2RBaw==",
           "dev": true
         },
         "node-releases": {
-          "version": "1.1.45",
-          "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-1.1.45.tgz",
-          "integrity": "sha512-cXvGSfhITKI8qsV116u2FTzH5EWZJfgG7d4cpqwF8I8+1tWpD6AsvvGRKq2onR0DNj1jfqsjkXZsm14JMS7Cyg==",
+          "version": "1.1.46",
+          "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-1.1.46.tgz",
+          "integrity": "sha512-YOjdx+Uoh9FbRO7yVYbnbt1puRWPQMemR3SutLeyv2XfxKs1ihpe0OLAUwBPEP2ImNH/PZC7SEiC6j32dwRZ7g==",
           "dev": true,
           "requires": {
             "semver": "^6.3.0"
@@ -342,21 +342,21 @@
           }
         },
         "caniuse-lite": {
-          "version": "1.0.30001020",
-          "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001020.tgz",
-          "integrity": "sha512-yWIvwA68wRHKanAVS1GjN8vajAv7MBFshullKCeq/eKpK7pJBVDgFFEqvgWTkcP2+wIDeQGYFRXECjKZnLkUjA==",
+          "version": "1.0.30001021",
+          "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001021.tgz",
+          "integrity": "sha512-wuMhT7/hwkgd8gldgp2jcrUjOU9RXJ4XxGumQeOsUr91l3WwmM68Cpa/ymCnWEDqakwFXhuDQbaKNHXBPgeE9g==",
           "dev": true
         },
         "electron-to-chromium": {
-          "version": "1.3.332",
-          "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.3.332.tgz",
-          "integrity": "sha512-AP2HkLhfSOIxP7gDjlyZ4ywGWIcxRMZoU9+JriuVkQe2pSLDdWBsE6+eI6BQOqun1dohLrUTOPHsQLLhhFA7Eg==",
+          "version": "1.3.337",
+          "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.3.337.tgz",
+          "integrity": "sha512-uJ+wLjslYQ/2rAusDg+6FlK8DLhHWTLCe7gkofBehTifW7KCkPVTn5rhKSCncWYNq34Iy/o4OfswuEkAO2RBaw==",
           "dev": true
         },
         "node-releases": {
-          "version": "1.1.45",
-          "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-1.1.45.tgz",
-          "integrity": "sha512-cXvGSfhITKI8qsV116u2FTzH5EWZJfgG7d4cpqwF8I8+1tWpD6AsvvGRKq2onR0DNj1jfqsjkXZsm14JMS7Cyg==",
+          "version": "1.1.46",
+          "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-1.1.46.tgz",
+          "integrity": "sha512-YOjdx+Uoh9FbRO7yVYbnbt1puRWPQMemR3SutLeyv2XfxKs1ihpe0OLAUwBPEP2ImNH/PZC7SEiC6j32dwRZ7g==",
           "dev": true,
           "requires": {
             "semver": "^6.3.0"
@@ -2772,21 +2772,21 @@
           }
         },
         "caniuse-lite": {
-          "version": "1.0.30001020",
-          "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001020.tgz",
-          "integrity": "sha512-yWIvwA68wRHKanAVS1GjN8vajAv7MBFshullKCeq/eKpK7pJBVDgFFEqvgWTkcP2+wIDeQGYFRXECjKZnLkUjA==",
+          "version": "1.0.30001021",
+          "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001021.tgz",
+          "integrity": "sha512-wuMhT7/hwkgd8gldgp2jcrUjOU9RXJ4XxGumQeOsUr91l3WwmM68Cpa/ymCnWEDqakwFXhuDQbaKNHXBPgeE9g==",
           "dev": true
         },
         "electron-to-chromium": {
-          "version": "1.3.332",
-          "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.3.332.tgz",
-          "integrity": "sha512-AP2HkLhfSOIxP7gDjlyZ4ywGWIcxRMZoU9+JriuVkQe2pSLDdWBsE6+eI6BQOqun1dohLrUTOPHsQLLhhFA7Eg==",
+          "version": "1.3.337",
+          "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.3.337.tgz",
+          "integrity": "sha512-uJ+wLjslYQ/2rAusDg+6FlK8DLhHWTLCe7gkofBehTifW7KCkPVTn5rhKSCncWYNq34Iy/o4OfswuEkAO2RBaw==",
           "dev": true
         },
         "node-releases": {
-          "version": "1.1.45",
-          "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-1.1.45.tgz",
-          "integrity": "sha512-cXvGSfhITKI8qsV116u2FTzH5EWZJfgG7d4cpqwF8I8+1tWpD6AsvvGRKq2onR0DNj1jfqsjkXZsm14JMS7Cyg==",
+          "version": "1.1.46",
+          "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-1.1.46.tgz",
+          "integrity": "sha512-YOjdx+Uoh9FbRO7yVYbnbt1puRWPQMemR3SutLeyv2XfxKs1ihpe0OLAUwBPEP2ImNH/PZC7SEiC6j32dwRZ7g==",
           "dev": true,
           "requires": {
             "semver": "^6.3.0"
@@ -2961,6 +2961,16 @@
         "to-fast-properties": "^2.0.0"
       }
     },
+    "@bahmutov/data-driven": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/@bahmutov/data-driven/-/data-driven-1.0.0.tgz",
+      "integrity": "sha512-YqW3hPS0RXriqjcCrLOTJj+LWe3c8JpwlL83k1ka1Q8U05ZjAKbGQZYeTzUd0NFEnnfPtsUiKGpFEBJG6kFuvg==",
+      "dev": true,
+      "requires": {
+        "check-more-types": "2.24.0",
+        "lazy-ass": "1.6.0"
+      }
+    },
     "@cypress/listr-verbose-renderer": {
       "version": "0.4.1",
       "resolved": "https://registry.npmjs.org/@cypress/listr-verbose-renderer/-/listr-verbose-renderer-0.4.1.tgz",
@@ -6015,21 +6025,21 @@
           }
         },
         "caniuse-lite": {
-          "version": "1.0.30001020",
-          "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001020.tgz",
-          "integrity": "sha512-yWIvwA68wRHKanAVS1GjN8vajAv7MBFshullKCeq/eKpK7pJBVDgFFEqvgWTkcP2+wIDeQGYFRXECjKZnLkUjA==",
+          "version": "1.0.30001021",
+          "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001021.tgz",
+          "integrity": "sha512-wuMhT7/hwkgd8gldgp2jcrUjOU9RXJ4XxGumQeOsUr91l3WwmM68Cpa/ymCnWEDqakwFXhuDQbaKNHXBPgeE9g==",
           "dev": true
         },
         "electron-to-chromium": {
-          "version": "1.3.332",
-          "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.3.332.tgz",
-          "integrity": "sha512-AP2HkLhfSOIxP7gDjlyZ4ywGWIcxRMZoU9+JriuVkQe2pSLDdWBsE6+eI6BQOqun1dohLrUTOPHsQLLhhFA7Eg==",
+          "version": "1.3.337",
+          "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.3.337.tgz",
+          "integrity": "sha512-uJ+wLjslYQ/2rAusDg+6FlK8DLhHWTLCe7gkofBehTifW7KCkPVTn5rhKSCncWYNq34Iy/o4OfswuEkAO2RBaw==",
           "dev": true
         },
         "node-releases": {
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+              "integrity": "sha1-EYvfW4zcUaKn5w0hHgfisLmxB9M=",
               "dev": true,
               "requires": {
                 "code-point-at": "^1.0.0",
@@ -14780,7 +15276,8 @@
         },
         "widest-line": {
           "version": "2.0.0",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/widest-line/-/widest-line-2.0.0.tgz",
+          "integrity": "sha1-AUKk6KJD+IgsAjOqDgKBqnYVInM=",
           "dev": true,
           "requires": {
             "string-width": "^2.1.1"
@@ -14788,7 +15285,8 @@
         },
         "worker-farm": {
           "version": "1.7.0",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/worker-farm/-/worker-farm-1.7.0.tgz",
+          "integrity": "sha512-rvw3QTZc8lAxyVrqcSGVm5yP/IJ2UcB3U0graE3LCFoZ0Yn2x4EoVSqJKdB/T5M+FLcRPjz4TDacRf3OCfNUzw==",
           "dev": true,
           "requires": {
             "errno": "~0.1.7"
@@ -14796,7 +15294,8 @@
         },
         "wrap-ansi": {
           "version": "2.1.0",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-2.1.0.tgz",
+          "integrity": "sha1-2Pw9KE3QV5T+hJc8rs3Rz4JP3YU=",
           "dev": true,
           "requires": {
             "string-width": "^1.0.1",
@@ -14805,7 +15304,8 @@
           "dependencies": {
             "string-width": {
               "version": "1.0.2",
-              "bundled": true,
+              "resolved": "https://registry.npmjs.org/string-width/-/string-width-1.0.2.tgz",
+              "integrity": "sha1-EYvfW4zcUaKn5w0hHgfisLmxB9M=",
               "dev": true,
               "requires": {
                 "code-point-at": "^1.0.0",
@@ -14817,12 +15317,14 @@
         },
         "wrappy": {
           "version": "1.0.2",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
+          "integrity": "sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8=",
           "dev": true
         },
         "write-file-atomic": {
           "version": "2.4.3",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/write-file-atomic/-/write-file-atomic-2.4.3.tgz",
+          "integrity": "sha512-GaETH5wwsX+GcnzhPgKcKjJ6M2Cq3/iZp1WyY/X1CSqrW+jVNM9Y7D8EC2sM4ZG/V8wZlSniJnCKWPmBYAucRQ==",
           "dev": true,
           "requires": {
             "graceful-fs": "^4.1.11",
@@ -14832,27 +15334,32 @@
         },
         "xdg-basedir": {
           "version": "3.0.0",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/xdg-basedir/-/xdg-basedir-3.0.0.tgz",
+          "integrity": "sha1-SWsswQnsqNus/i3HK2A8F8WHCtQ=",
           "dev": true
         },
         "xtend": {
           "version": "4.0.1",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.1.tgz",
+          "integrity": "sha1-pcbVMr5lbiPbgg77lDofBJmNY68=",
           "dev": true
         },
         "y18n": {
           "version": "4.0.0",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/y18n/-/y18n-4.0.0.tgz",
+          "integrity": "sha512-r9S/ZyXu/Xu9q1tYlpsLIsa3EeLXXk0VwlxqTcFRfg9EhMW+17kbt9G0NrgCmhGb5vT2hyhJZLfDGx+7+5Uj/w==",
           "dev": true
         },
         "yallist": {
           "version": "3.0.3",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.0.3.tgz",
+          "integrity": "sha512-S+Zk8DEWE6oKpV+vI3qWkaK+jSbIK86pCwe2IF/xwIpQ8jEuxpw9NyaGjmp9+BoJv5FV2piqCDcoCtStppiq2A==",
           "dev": true
         },
         "yargs": {
           "version": "11.0.0",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/yargs/-/yargs-11.0.0.tgz",
+          "integrity": "sha512-Rjp+lMYQOWtgqojx1dEWorjCofi1YN7AoFvYV7b1gx/7dAAeuI4kN5SZiEvr0ZmsZTOpDRcCqrpI10L31tFkBw==",
           "dev": true,
           "requires": {
             "cliui": "^4.0.0",
@@ -14871,14 +15378,16 @@
           "dependencies": {
             "y18n": {
               "version": "3.2.1",
-              "bundled": true,
+              "resolved": "https://registry.npmjs.org/y18n/-/y18n-3.2.1.tgz",
+              "integrity": "sha1-bRX7qITAhnnA136I53WegR4H+kE=",
               "dev": true
             }
           }
         },
         "yargs-parser": {
           "version": "9.0.2",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-9.0.2.tgz",
+          "integrity": "sha1-nM9qQ0YP5O1Aqbto9I1DuKaMwHc=",
           "dev": true,
           "requires": {
             "camelcase": "^4.1.0"
@@ -16164,6 +16673,12 @@
         "irregular-plurals": "^2.0.0"
       }
     },
+    "pluralize": {
+      "version": "8.0.0",
+      "resolved": "https://registry.npmjs.org/pluralize/-/pluralize-8.0.0.tgz",
+      "integrity": "sha512-Nc3IT5yHzflTfbjgqWcCPpo7DaKy4FnpB0l/zCAW0Tc7jxAiuqSxHasntB3D7887LSrA93kDJ9IXovxJYxyLCA==",
+      "dev": true
+    },
     "pn": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/pn/-/pn-1.1.0.tgz",
@@ -17616,6 +18131,12 @@
       "integrity": "sha1-Q2CxfGETatOAeDl/8RQW4Ybc+7g=",
       "dev": true
     },
+    "quote": {
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/quote/-/quote-0.4.0.tgz",
+      "integrity": "sha1-EIOSF/bBNiuJGUBE0psjP9fzLwE=",
+      "dev": true
+    },
     "ramda": {
       "version": "0.24.1",
       "resolved": "https://registry.npmjs.org/ramda/-/ramda-0.24.1.tgz",
@@ -19169,6 +19690,98 @@
         "is-fullwidth-code-point": "^2.0.0"
       }
     },
+    "snap-shot-compare": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/snap-shot-compare/-/snap-shot-compare-3.0.0.tgz",
+      "integrity": "sha512-bdwNOAGuKwPU+qsn0ASxTv+QfkXU+3VmkcDOkt965tes+JQQc8d6SfoLiEiRVhCey4v+ip2IjNUSbZm5nnkI9g==",
+      "dev": true,
+      "requires": {
+        "check-more-types": "2.24.0",
+        "debug": "4.1.1",
+        "disparity": "3.0.0",
+        "folktale": "2.3.2",
+        "lazy-ass": "1.6.0",
+        "strip-ansi": "5.2.0",
+        "variable-diff": "1.1.0"
+      }
+    },
+    "snap-shot-core": {
+      "version": "10.2.0",
+      "resolved": "https://registry.npmjs.org/snap-shot-core/-/snap-shot-core-10.2.0.tgz",
+      "integrity": "sha512-FsP+Wd4SCA4bLSm3vi6OVgfmGQcAQkUhwy45zDjZDm/6dZ5SDIgP40ORHg7z6MgMAK2+fj2DmhW7SXyvMU55Vw==",
+      "dev": true,
+      "requires": {
+        "arg": "4.1.0",
+        "check-more-types": "2.24.0",
+        "common-tags": "1.8.0",
+        "debug": "4.1.1",
+        "escape-quotes": "1.0.2",
+        "folktale": "2.3.2",
+        "is-ci": "2.0.0",
+        "jsesc": "2.5.2",
+        "lazy-ass": "1.6.0",
+        "mkdirp": "0.5.1",
+        "pluralize": "8.0.0",
+        "quote": "0.4.0",
+        "ramda": "0.26.1"
+      },
+      "dependencies": {
+        "arg": {
+          "version": "4.1.0",
+          "resolved": "https://registry.npmjs.org/arg/-/arg-4.1.0.tgz",
+          "integrity": "sha512-ZWc51jO3qegGkVh8Hwpv636EkbesNV5ZNQPCtRa+0qytRYPEs9IYT9qITY9buezqUH5uqyzlWLcufrzU2rffdg==",
+          "dev": true
+        },
+        "ci-info": {
+          "version": "2.0.0",
+          "resolved": "https://registry.npmjs.org/ci-info/-/ci-info-2.0.0.tgz",
+          "integrity": "sha512-5tK7EtrZ0N+OLFMthtqOj4fI2Jeb88C4CAZPu25LDVUgXJ0A3Js4PMGqrn0JU1W0Mh1/Z8wZzYPxqUrXeBboCQ==",
+          "dev": true
+        },
+        "is-ci": {
+          "version": "2.0.0",
+          "resolved": "https://registry.npmjs.org/is-ci/-/is-ci-2.0.0.tgz",
+          "integrity": "sha512-YfJT7rkpQB0updsdHLGWrvhBJfcfzNNawYDNIyQXJz0IViGf75O8EBPKSdvw2rF+LGCsX4FZ8tcr3b19LcZq4w==",
+          "dev": true,
+          "requires": {
+            "ci-info": "^2.0.0"
+          }
+        },
+        "ramda": {
+          "version": "0.26.1",
+          "resolved": "https://registry.npmjs.org/ramda/-/ramda-0.26.1.tgz",
+          "integrity": "sha512-hLWjpy7EnsDBb0p+Z3B7rPi3GDeRG5ZtiI33kJhTt+ORCd38AbAIjB/9zRIUoeTbE/AVX5ZkU7m6bznsvrf8eQ==",
+          "dev": true
+        }
+      }
+    },
+    "snap-shot-it": {
+      "version": "7.9.1",
+      "resolved": "https://registry.npmjs.org/snap-shot-it/-/snap-shot-it-7.9.1.tgz",
+      "integrity": "sha512-whb2ikrl9VT7rDe6uAgFtR8bWoYTAaB1JSs3jYS2zsCpD65r2OOO36PhKprXpsxo23kqp5InO6qeCVhy6TITQA==",
+      "dev": true,
+      "requires": {
+        "@bahmutov/data-driven": "1.0.0",
+        "check-more-types": "2.24.0",
+        "common-tags": "1.8.0",
+        "debug": "4.1.1",
+        "has-only": "1.1.1",
+        "its-name": "1.0.0",
+        "lazy-ass": "1.6.0",
+        "pluralize": "8.0.0",
+        "ramda": "0.26.1",
+        "snap-shot-compare": "3.0.0",
+        "snap-shot-core": "10.2.0"
+      },
+      "dependencies": {
+        "ramda": {
+          "version": "0.26.1",
+          "resolved": "https://registry.npmjs.org/ramda/-/ramda-0.26.1.tgz",
+          "integrity": "sha512-hLWjpy7EnsDBb0p+Z3B7rPi3GDeRG5ZtiI33kJhTt+ORCd38AbAIjB/9zRIUoeTbE/AVX5ZkU7m6bznsvrf8eQ==",
+          "dev": true
+        }
+      }
+    },
     "snapdragon": {
       "version": "0.8.2",
       "resolved": "https://registry.npmjs.org/snapdragon/-/snapdragon-0.8.2.tgz",
@@ -20639,6 +21252,58 @@
         "spdx-expression-parse": "^3.0.0"
       }
     },
+    "variable-diff": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/variable-diff/-/variable-diff-1.1.0.tgz",
+      "integrity": "sha1-0r1cZtt2wTh52W5qMG7cmJ35eNo=",
+      "dev": true,
+      "requires": {
+        "chalk": "^1.1.1",
+        "object-assign": "^4.0.1"
+      },
+      "dependencies": {
+        "ansi-regex": {
+          "version": "2.1.1",
+          "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-2.1.1.tgz",
+          "integrity": "sha1-w7M6te42DYbg5ijwRorn7yfWVN8=",
+          "dev": true
+        },
+        "ansi-styles": {
+          "version": "2.2.1",
+          "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-2.2.1.tgz",
+          "integrity": "sha1-tDLdM1i2NM914eRmQ2gkBTPB3b4=",
+          "dev": true
+        },
+        "chalk": {
+          "version": "1.1.3",
+          "resolved": "https://registry.npmjs.org/chalk/-/chalk-1.1.3.tgz",
+          "integrity": "sha1-qBFcVeSnAv5NFQq9OHKCKn4J/Jg=",
+          "dev": true,
+          "requires": {
+            "ansi-styles": "^2.2.1",
+            "escape-string-regexp": "^1.0.2",
+            "has-ansi": "^2.0.0",
+            "strip-ansi": "^3.0.0",
+            "supports-color": "^2.0.0"
+          }
+        },
+        "strip-ansi": {
+          "version": "3.0.1",
+          "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-3.0.1.tgz",
+          "integrity": "sha1-ajhfuIU9lS1f8F0Oiq+UJ43GPc8=",
+          "dev": true,
+          "requires": {
+            "ansi-regex": "^2.0.0"
+          }
+        },
+        "supports-color": {
+          "version": "2.0.0",
+          "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-2.0.0.tgz",
+          "integrity": "sha1-U10EXOa2Nj+kARcIRimZXp3zJMc=",
+          "dev": true
+        }
+      }
+    },
     "vary": {
       "version": "1.1.2",
       "resolved": "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz",
diff --git a/package.json b/package.json
index 917fb3cba5..fb2cd0261c 100644
--- a/package.json
+++ b/package.json
@@ -70,6 +70,12 @@
     "clean": "rimraf \"declarations\" \"dist\" \"examples/index.html\" \"examples/thumbnails\" \"peer\" \"standalone\" \"styles\" \"vis-network*\" \"cypress/{fixtures,integration,pages,support}/**/*.js{,.map}\"",
     "postinstall": "opencollective postinstall || exit 0"
   },
+  "config": {
+    "snap-shot-it": {
+      "sortSnapshots": true,
+      "useRelativePath": true
+    }
+  },
   "peerDependencies": {
     "keycharm": "^0.2.0",
     "moment": "^2.24.0",
@@ -128,6 +134,7 @@
     "semantic-release": "16.0.0",
     "serve": "11.2.0",
     "sinon": "8.1.0",
+    "snap-shot-it": "^7.9.1",
     "start-server-and-test": "1.10.6",
     "timsort": "0.3.0",
     "typescript": "3.7.2",
diff --git a/test/snapshots.test.ts b/test/snapshots.test.ts
new file mode 100644
index 0000000000..16884b9047
--- /dev/null
+++ b/test/snapshots.test.ts
@@ -0,0 +1,200 @@
+/* Note: These tests may be a bit fragile. Changes were made in the library to
+ * ensure they pass everywhere but in case you checkout the repo, npm cit and
+ * the tests don't pass use the following link to open an issue, thanks.
+ * <https://github.com/visjs/vis-network/issues/new?title=Pinning%20tests%20fail%20in%20my%20environment&body=The%20pinning%20tests%20fail%20for%20no%20reason.%0A%0A%23%23%23%20Environment%0A-%20Operating%20system%3A%20e.g.%20%60Windows%2010%20build%2017134.1184%60%20%20or%20%60Arch%20Linux%20up%20to%20date%20to%202020%2F01%2F13%60%0A-%20Interpreter%3A%20e.g.%20%60Node%2013.7.1%60%0A%0A%23%23%23%20Interesting%20part%20of%20%60npm%20test%60%20output%0A%60%60%60%0A%0A%60%60%60%0A%0A%23%23%23%20Additional%20info%0AIf%20you%20have%20something%20that%20might%20help%20debug%20this%20issue%20place%20it%20here%2C%20if%20not%20no%20problem%20simply%20delete%20this.>
+ */
+
+import Network from "../lib/network/Network";
+import canvasMockify from "./canvas-mock";
+import snapshot from "snap-shot-it";
+
+const optionsConfigs = [
+  {
+    name: "defaults",
+    options: {}
+  },
+  {
+    name: "Barnes Hut defaults",
+    options: { physics: { solver: "barnesHut" } }
+  },
+  {
+    name: "Force Atlas 2 defaults",
+    options: { physics: { solver: "forceAtlas2Based" } }
+  },
+  {
+    name: "Repulstion defaults",
+    options: { physics: { solver: "repulsion" } }
+  }
+];
+
+const dataconfigs = [
+  {
+    name: "2 disconnected nodes",
+    data: { nodes: [{ id: 1 }, { id: 2 }], edges: [] }
+  },
+  {
+    name: "2 connected nodes",
+    data: { nodes: [{ id: 1 }, { id: 2 }], edges: [{ from: 1, to: 2 }] }
+  },
+  {
+    name: "2 doubly connected nodes",
+    data: {
+      nodes: [{ id: 1 }, { id: 2 }],
+      edges: [
+        { from: 1, to: 2 },
+        { from: 1, to: 2 }
+      ]
+    }
+  },
+  {
+    name: "6 node star",
+    data: {
+      nodes: [{ id: 1 }, { id: 2 }, { id: 3 }, { id: 4 }, { id: 5 }, { id: 6 }],
+      edges: [
+        { from: 1, to: 2 },
+        { from: 1, to: 3 },
+        { from: 1, to: 4 },
+        { from: 1, to: 5 },
+        { from: 1, to: 6 }
+      ]
+    }
+  },
+  {
+    name: "6 node circle",
+    data: {
+      nodes: [{ id: 1 }, { id: 2 }, { id: 3 }, { id: 4 }, { id: 5 }, { id: 6 }],
+      edges: [
+        { from: 1, to: 2 },
+        { from: 2, to: 3 },
+        { from: 3, to: 4 },
+        { from: 4, to: 5 },
+        { from: 5, to: 6 },
+        { from: 6, to: 1 }
+      ]
+    }
+  },
+  {
+    name: "6 node complete graph",
+    data: {
+      nodes: [{ id: 1 }, { id: 2 }, { id: 3 }, { id: 4 }, { id: 5 }, { id: 6 }],
+      edges: [
+        { from: 1, to: 2 },
+        { from: 1, to: 3 },
+        { from: 1, to: 4 },
+        { from: 1, to: 5 },
+        { from: 1, to: 6 },
+        { from: 2, to: 1 },
+        { from: 2, to: 3 },
+        { from: 2, to: 4 },
+        { from: 2, to: 5 },
+        { from: 2, to: 6 },
+        { from: 3, to: 1 },
+        { from: 3, to: 2 },
+        { from: 3, to: 4 },
+        { from: 3, to: 5 },
+        { from: 3, to: 6 },
+        { from: 4, to: 1 },
+        { from: 4, to: 2 },
+        { from: 4, to: 3 },
+        { from: 4, to: 5 },
+        { from: 4, to: 6 },
+        { from: 5, to: 1 },
+        { from: 5, to: 2 },
+        { from: 5, to: 3 },
+        { from: 5, to: 4 },
+        { from: 5, to: 6 },
+        { from: 6, to: 1 },
+        { from: 6, to: 2 },
+        { from: 6, to: 3 },
+        { from: 6, to: 4 },
+        { from: 6, to: 5 }
+      ]
+    }
+  },
+  {
+    name: "binary tree",
+    data: {
+      nodes: [
+        { id: 1 },
+        { id: 2 },
+        { id: 3 },
+        { id: 4 },
+        { id: 5 },
+        { id: 6 },
+        { id: 7 },
+        { id: 8 },
+        { id: 9 },
+        { id: 10 },
+        { id: 11 },
+        { id: 12 },
+        { id: 13 },
+        { id: 14 },
+        { id: 15 },
+        { id: 16 },
+        { id: 17 },
+        { id: 18 },
+        { id: 19 }
+      ],
+      edges: [
+        { from: 1, to: 2 },
+        { from: 1, to: 3 },
+        { from: 2, to: 4 },
+        { from: 2, to: 5 },
+        { from: 3, to: 6 },
+        { from: 3, to: 7 },
+        { from: 4, to: 8 },
+        { from: 4, to: 9 },
+        { from: 5, to: 10 },
+        { from: 5, to: 11 },
+        { from: 6, to: 12 },
+        { from: 6, to: 13 },
+        { from: 7, to: 14 },
+        { from: 7, to: 15 },
+        { from: 8, to: 16 },
+        { from: 8, to: 17 },
+        { from: 9, to: 18 },
+        { from: 9, to: 19 }
+      ]
+    }
+  }
+];
+
+describe("Physics snapshots", function(): void {
+  beforeEach(function() {
+    this.clearJSDOM = canvasMockify("<div id='mynetwork'></div>");
+    this.container = document.getElementById("mynetwork");
+  });
+
+  afterEach(function() {
+    this.clearJSDOM();
+
+    delete this.clearJSDOM;
+    delete this.container;
+  });
+
+  for (const { name: optionsName, options } of optionsConfigs) {
+    describe(optionsName, function(): void {
+      for (const { name: dataName, data } of dataconfigs) {
+        it(dataName, async function(): Promise<void> {
+          const optionsWithSeed = {
+            ...options,
+            layout: {
+              ...((options as any).layout || {}),
+              // Set the seed to always get the same layout.
+              randomSeed: 159
+            }
+          };
+
+          const network = new Network(this.container, data, optionsWithSeed);
+
+          // Wait for the physics to stabilize.
+          await new Promise((resolve): void => {
+            network.on("stabilized", resolve);
+          });
+
+          snapshot(network.getPositions());
+        });
+      }
+    });
+  }
+});